Thursday, October 16, 2025

Equitus PowerGraph: The AI Foundation for Secure & Compliant Banking on IBM Power 10/11 AIX

 




Equitus PowerGraph: The AI Foundation for Secure & Compliant Banking on IBM Power 10/11 AIX

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PowerGraph Core as the secure, high-performance nexus at the center of AI Banking SYSTEM.

Tier 1: Data Ingestion (The Sources of Truth) 

This section sits on the left, with multiple source icons flowing into the central PowerGraph component.

  • Icon Set 1: Core Banking & Transaction Systems

    • Data: Transaction Ledgers, Customer Accounts, SWIFT Messages, Payment Gateways.

    • Icon: A dollar sign/vault or a mainframe terminal.

  • Icon Set 2: Security & IT Operations Data

    • Data: IBM PowerSC Logs (Configuration changes, access attempts), SIEM/Logging Tools, Network Firewalls, IAM Systems.

    • Icon: A shield or a lock with flowing code.

  • Icon Set 3: Compliance & Enterprise Documents

    • Data: Regulatory Documents (PCI-DSS, GDPR, AML), Internal Policies (PDFs/Text), Employee Activity Logs.

    • Icon: A legal scroll or a document stack.

(Flowing Lines & Arrows) ➡️ All raw data streams converge into the PowerGraph Core.


Tier 2: The Core Nexus (Equitus PowerGraph KGNN) 

This central section is dominated by the PowerGraph Core, positioned atop the IBM Power 10/11 foundation.

A. PowerGraph Core (KGNN) - The Semantic Brain

  • Representation: A complex, interconnected Knowledge Graph (a central 'brain' icon/nexus) with nodes and edges visually representing connected data.

  • Internal Functions (Text Boxes over the graph):

    1. Auto-ETL & Semantic Mapping: (Data Cleaning and Structuring).

    2. Vectorization & RAG Engine: (Creating embeddings for AI reasoning).

    3. ASCA Templates Repository: (Mappings of log/config data to specific compliance rules).

    4. Real-Time Inference Engine: (Leveraging Power 10/11 MMA for speed).

B. The Foundation (IBM Power 10/11 AIX)

  • Representation: A solid, secure base layer underneath the PowerGraph Core, labeled prominently: "IBM Power 10/11 AIX - Native, Secure Foundation".

  • Key Features: Highlighted icons for Security (Lock), Reliability (Up-Arrow), and MMA Acceleration (Chip). (This directly incorporates the "10/11" from the user's focus).


Tier 3: Multi-Agent Execution & Outcomes (The Actions) 

This section sits on the right, showing the PowerGraph outputs being consumed by the Meta-Agent Framework.

  • The Meta-Agent Orchestrator: (A large circle representing the AGI-Focused framework). It directs the specialized agents below.

    • Link: A hierarchical arrow flows from the Orchestrator to the individual agents, showing Hierarchical Task Execution.

  • Specialized AI Agents (The "Crew"): (Individual icons/workers receiving data from PowerGraph).

    1. Automatic Security Compliance Auditing (ASCA) Agent:

      • Function: Continuous Compliance Monitoring (PCI-DSS, GDPR, HIPAA).

      • Icon: A checkmark and a magnifying glass.

    2. AML/Fraud Agent:

      • Function: Real-time Anomaly Detection & Link Analysis.

      • Icon: A magnifying glass over a network of dots.

    3. Model Risk Management (MRM) Agent:

      • Function: Traceability & Explainability for all AI decisions.

      • Icon: A magnifying glass tracing an arrow back to the graph.

  • Final Outputs (The Benefits to Stakeholders): (Output boxes on the far right).

    • Dashboard: Real-Time Compliance Health Score.

    • Audit-Ready Reports: Automated, Explainable Evidence.

    • Alerts/SOAR Integration: Auto-Remediation & Triage.


The complexity of an agent-driven system in banking is rapidly growing, where agents can collaborate to perform end-to-end tasks autonomously, as shown in this video about multi-agent systems in finance: Multi AI Agent System for Banking Project 1 - YouTube.



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